AI-powered

Capital Markets Consulting Services and Solutions

The AI-powered data, research, and analytics partner for capital markets.

SG Analytics (SGA), a Straive company, works with leading investment banks, private equity firms, private debt firms, asset managers, wealth managers, hedge funds, transaction advisors, and sell-side firms spanning the entire lifecycle of the investment and deal. This is powered by a combination of our proprietary toolkit Capital Markets AI Studio combined with a domain-rich, human in the loop.

20+ yrs’

Track record partnering with capital markets participants

400+

Capital markets clients globally

3,000+

Deals supported since inception

40–60%

Reduction in turnaround time

20,000+

Specialists across 5 continents (Straive Group)

400+

Companies researched and covered across the globe

Capital Markets Consulting Services and Solutions

AI-powered

The AI-powered data, research, and analytics partner for capital markets.

SG Analytics (SGA), a Straive company, works with leading investment banks, private equity firms, private debt firms, asset managers, wealth managers, hedge funds, transaction advisors, and sell-side firms spanning the entire lifecycle of the investment and deal. This is powered by a combination of our proprietary toolkit Capital Markets AI Studio combined with a domain-rich, human in the loop.

20+ yrs’

Track record partnering with capital markets participants

400+

Capital markets clients globally

3,000+

Deals supported since inception

40–60%

Reduction in turnaround time

20,000+

Specialists across 5 continents (Straive Group)

400+

Companies researched and covered across the globe
Every capital markets firm now faces the same question:

What uses AI, what survives AI, and what gets rebuilt around AI?

CIMs, initiation reports, financial models, valuations, target lists, portfolio monitors, event updates and dashboards. These remain indispensable for informed investment decisions. However, the economics of producing them are being rewritten in a matter of weeks, not years. SGA sits right inside that rewrite. We have spent twenty years serving as the trusted extension of investment teams. We have now re-architected that practice around a proprietary AI stack and a human-in-the-loop operating model that is purpose-built for high-stakes capital markets work.
capital markets firm
Every capital markets firm now faces the same question:

What uses AI, what survives AI, and what gets rebuilt around AI?

CIMs, initiation reports, financial models, valuations, target lists, portfolio monitors, event updates and dashboards. These remain indispensable for informed investment decisions. However, the economics of producing them are being rewritten in a matter of weeks, not years. SGA sits right inside that rewrite. We have spent twenty years serving as the trusted extension of investment teams. We have now re-architected that practice around a proprietary AI stack and a human-in-the-loop operating model that is purpose-built for high-stakes capital markets work.
Built for
every participant
in a capital markets transaction.
Six audiences. Each gets a dedicated practice featuring its own deal economics, AI tooling and engagement model. Pick yours below to jump straight to the playbook built specifically for you.

Investment Banks

Sell-side business development and pitch execution, buy-side deal sourcing and outreach, and capital-raise origination, structuring and distribution across equity and debt.

Private Equity Firms

End-to-end support across the investment lifecycle including deal sourcing, investment analysis, portfolio monitoring, operating partner support, fund accounting, and post-acquisition value creation.

Private Debt Funds

Opportunity identification, cashflow modeling, underwriting support, covenant monitoring and due diligence for performing, private and distressed credit.

Asset Managers & Hedge Funds

Equity research, fixed income and credit research, idea generation, financial modeling and forecasting, asset valuation, fund marketing & analysis, and portfolio analytics for alpha-enhancing asset management.

Wealth Management & Private Banks

Client-ready investment research, model portfolios, financial planning content and CIO-office support across equities, fixed income and alternatives.

Transaction Advisory & Valuation Teams

Quality of Earnings (QofE), financial due diligence, operational due diligence, transaction-related valuations, and regulatory, tax, and financial-reporting valuation work.

Built for
every participant
in a capital markets transaction.
Six audiences. Each gets a dedicated practice featuring its own deal economics, AI tooling and engagement model. Pick yours below to jump straight to the playbook built specifically for you.

Investment Banks

Sell-side business development and pitch execution, buy-side deal sourcing and outreach, and capital-raise origination, structuring and distribution across equity and debt.

Private Equity Firms

End-to-end support across the investment lifecycle including deal sourcing, investment analysis, portfolio monitoring, operating partner support, fund accounting, and post-acquisition value creation.

Private Debt Funds

Opportunity identification, cashflow modeling, underwriting support, covenant monitoring and due diligence for performing, private and distressed credit.

Asset Managers & Hedge Funds

Equity research, fixed income and credit research, idea generation, financial modeling and forecasting, asset valuation, fund marketing & analysis, and portfolio analytics for alpha-enhancing asset management.

Wealth Management & Private Banks

Client-ready investment research, model portfolios, financial planning content and CIO-office support across equities, fixed income and alternatives.

Transaction Advisory & Valuation Teams

Quality of Earnings (QofE), financial due diligence, operational due diligence, transaction-related valuations, and regulatory, tax, and financial-reporting valuation work.

Full-spectrum coverage
across the execution lifecycle.
From idea generation to portfolio value creation – every stage of the investment and deal lifecycle, in one practice.
STAGE 01

Idea generation, origination & screening

  • Tier-based list building of M&A targets and buyers based on relevance and custom criteria
  • Criteria-based investment prospect screening & ranking (incl. ESG)
  • Fundamentals-based screening & qualification of targets
  • Leadership thought pieces, thematics & whitepapers
  • Investor / LP / manager screening
STAGE 02

Deal / Trade execution

  • End-to-end creation & design of in-depth research reports
  • CIMs, teasers, investment memos
  • Industry research & company profiles
  • Relative valuation, trading comps, precedent transactions, football fields
  • Operational, financial, and valuation benchmarking
STAGE 03

Investment analysis & due diligence

  • Initiation reports, IC notes, briefs, cheatsheets
  • Financial modeling, cashflow forecasting, valuation
  • Financial due diligence & Quality of Earnings
  • Market analysis & cohort analysis
  • ESG-integrated research
STAGE 04

Portfolio maintenance & value creation

  • Portfolio monitoring & BI visualization
  • Portfolio churn ideas and model portfolio rejigs
  • Fund accounting, FP&A, investor reporting
  • CFO outsourcing & corporate accounting
  • Global Capability Centers (GCC) build-out
  • Performance enhancement for portfolio companies (PE)
Full-spectrum coverage
across the execution lifecycle.
From idea generation to portfolio value creation – every stage of the investment and deal lifecycle, in one practice.
STAGE 01

Idea generation, origination & screening

  • Tier-based list building of M&A targets and buyers based on relevance and custom criteria
  • Criteria-based investment prospect screening & ranking (incl. ESG)
  • Fundamentals-based screening & qualification of targets
  • Leadership thought pieces, thematics & whitepapers
  • Investor / LP / manager screening
STAGE 02

Deal / Trade execution

  • End-to-end creation & design of in-depth research reports
  • CIMs, teasers, investment memos
  • Industry research & company profiles
  • Relative valuation, trading comps, precedent transactions, football fields
  • Operational, financial, and valuation benchmarking
STAGE 03

Investment analysis & due diligence

  • Initiation reports, IC notes, briefs, cheatsheets
  • Financial modeling, cashflow forecasting, valuation
  • Financial due diligence & Quality of Earnings
  • Market analysis & cohort analysis
  • ESG-integrated research
STAGE 04

Portfolio maintenance & value creation

  • Portfolio monitoring & BI visualization
  • Portfolio churn ideas and model portfolio rejigs
  • Fund accounting, FP&A, investor reporting
  • CFO outsourcing & corporate accounting
  • Global Capability Centers (GCC) build-out
  • Performance enhancement for portfolio companies (PE)
We don’t just support deals and decisions
We augment how they get done.
The Capital Markets AI Studio is the proprietary SGA AI platform for capital markets. Two specialized environments. Eight AI product lines. Nineteen-plus tools. Built on AWS Bedrock and a private LLM stack. Most importantly, nothing leaves our perimeter.
2

Studio Environments

19+

Specialized AI Tools

11

Client Verticals Served

FOR DEALMAKERS

AI Deal Studio

4 Modules
19+
Tools
6 verticals
End-to-end AI tooling for the full deal lifecycle from origination and outreach, through CIMs and memos, to financial modeling and portfolio monitoring. Built for investment banks, private equity, private debt, transaction advisory and valuation teams.
DealFlow AI
Sourcing & Outreach
DealBook AI
Content & collateral
DealQuant AI
Modeling & analytics
DealPulse AI
Portfolio monitoring
BUILT ON AWS BEDROCK, CLAUDE, LANGCHAIN AND IN-HOUSE AGENTS
FOR INVESTMENT MANAGEMENT

AI Invest Studio

4 Modules
11
Tools
3 verticals
Institutional-grade AI for portfolio construction, research automation and market intelligence. Built for asset managers, hedge funds, wealth managers, private banks and institutional brokerage and sell-side research firms.
InvestFlow AI
Opportunity discovery
InvestEdge AI
Research & analysis
InvestPulse AI
Portfolio intelligence
InvestOps AI
Ops intelligence
We don’t just support deals and decisions
We augment how they get done.
The Capital Markets AI Studio is the proprietary SGA AI platform for capital markets. Two specialized environments. Eight AI product lines. Nineteen-plus tools. Built on AWS Bedrock and a private LLM stack. Most importantly, nothing leaves our perimeter.
2

Studio Environments

19+

Specialized AI Tools

11

Client Verticals Served

FOR DEALMAKERS

AI Deal Studio

4 Modules
19+
Tools
6 verticals
End-to-end AI tooling for the full deal lifecycle from origination and outreach, through CIMs and memos, to financial modeling and portfolio monitoring. Built for investment banks, private equity, private debt, transaction advisory and valuation teams.
DealFlow AI
Sourcing & Outreach
DealBook AI
Content & collateral
DealQuant AI
Modeling & analytics
DealPulse AI
Portfolio monitoring
BUILT ON AWS BEDROCK, CLAUDE, LANGCHAIN AND IN-HOUSE AGENTS
FOR INVESTMENT MANAGEMENT

AI Invest Studio

4 Modules
11
Tools
3 verticals
Institutional-grade AI for portfolio construction, research automation and market intelligence. Built for asset managers, hedge funds, wealth managers, private banks and institutional brokerage and sell-side research firms.
InvestFlow AI
Opportunity discovery
InvestEdge AI
Research & analysis
InvestPulse AI
Portfolio intelligence
InvestOps AI
Ops intelligence
AI+domain expertise makes
The winning capital markets model
The future of dealmaking and investing isn’t AI alone. It is AI and human-powered domain expertise working seamlessly together. At SGA, AI augments our teams. Senior analysts, quant and finance specialists, and sector experts enhance impact and relevance where judgment, nuance and accountability matter most.
01

AI automates repetitive, data-intensive tasks.

Data ingestion, extraction, document parsing, model builds, target screening, portfolio signal detection are compressed from days to hours on our in-house AI stack.

02

Humans validate, apply judgment, refine insights.

Our 3-layer execution team includes a VP, Engagement Supervisor and Associate. They review, contextualize and quality-check every AI output against client working culture and deal conventions.

03

Continuous feedback improves AI & outcomes.

A grounding mechanism plus a separate checker agent runs on every agentic use case ensuring fact-checking, deduplicating, and tightening the loop every 30 days with about 10 iterations.

40-60%

Reduction in turnaround time on CIMs, memos, teasers, research & company profiles

7-14 days

From ideation to a working AI proof-of-concept

4-8 wks

Deployed AI solution supported by experts-in-loop

Target ROI for PE firms & portfolio companies

AI+domain expertise makes
The winning capital markets model
The future of dealmaking and investing isn’t AI alone. It is AI and human-powered domain expertise working seamlessly together. At SGA, AI augments our teams. Senior analysts, quant and finance specialists, and sector experts enhance impact and relevance where judgment, nuance and accountability matter most.
01

AI automates repetitive, data-intensive tasks.

Data ingestion, extraction, document parsing, model builds, target screening, portfolio signal detection are compressed from days to hours on our in-house AI stack.

02

Humans validate, apply judgment, refine insights.

Our 3-layer execution team includes a VP, Engagement Supervisor and Associate. They review, contextualize and quality-check every AI output against client working culture and deal conventions.

03

Continuous feedback improves AI & outcomes.

A grounding mechanism plus a separate checker agent runs on every agentic use case ensuring fact-checking, deduplicating, and tightening the loop every 30 days with about 10 iterations.

40-60%

Reduction in turnaround time on CIMs, memos, teasers, research & company profiles

7-14 days

From ideation to a working AI proof-of-concept

4-8 wks

Deployed AI solution supported by experts-in-loop

Target ROI for PE firms & portfolio companies

Outsourced associate +
AI Studio + full back-office ecosystem.
Every engagement comes with the full stack. Not just people and not just software. Depth and speed come together. Our operating model seamlessly intertwines the two. This is the one thing boutique providers and pure-software vendors simply cannot replicate.
Capital Markets AI Studio

Proprietary AI stack

Two studio environments and eight modules spanning qualitative tasks like memos, teasers, research, quantitative tasks like models, valuation and smart prospecting like target, buyer, prospect lists and outreach.

Sector & domain experts

Subject-matter depth

Experts across sectors and domains embedded alongside analysts, imparting industry-relevant context from day one of every engagement.

Specialist quant team

Modeling & econometrics

Financial modeling experts, high-volume data handling and statistical and econometrics modeling capability for complex quantitative workstreams.

Graphics & design

Dedicated DTP & design

Desktop publishing experts, document design and software specialists who match your firm house style brief-by-brief.

Language experts

16 global languages

In-house senior editors aligning every deliverable to your firm tone of voice across sixteen languages without external localization agencies.

3-Layer execution team
Vice President

15+ years’ experience

Strategic oversight, relationship enhancement, escalation management and final gate for every deliverable.

Engagement Supervisor

5–7 years’ experience

Day-to-day delivery, utilization & reporting, think-tank exercises for value-adds, quality control and improvement.

Associate

2–4 years’ experience

Hands-on execution on all work products and tasks – AI-augmented, human-owned.

Outsourced associate +
AI Studio + full back-office ecosystem.
Every engagement comes with the full stack. Not just people and not just software. Depth and speed come together. Our operating model seamlessly intertwines the two. This is the one thing boutique providers and pure-software vendors simply cannot replicate.
Capital Markets AI Studio

Proprietary AI stack

Two studio environments and eight modules spanning qualitative tasks like memos, teasers, research, quantitative tasks like models, valuation and smart prospecting like target, buyer, prospect lists and outreach.

Sector & domain experts

Subject-matter depth

Experts across sectors and domains embedded alongside analysts, imparting industry-relevant context from day one of every engagement.

Specialist quant team

Modeling & econometrics

Financial modeling experts, high-volume data handling and statistical and econometrics modeling capability for complex quantitative workstreams.

Graphics & design

Dedicated DTP & design

Desktop publishing experts, document design and software specialists who match your firm house style brief-by-brief.

Language experts

16 global languages

In-house senior editors aligning every deliverable to your firm tone of voice across sixteen languages without external localization agencies.

3-Layer execution team
Vice President

15+ years’ experience

Strategic oversight, relationship enhancement, escalation management and final gate for every deliverable.

Engagement Supervisor

5–7 years’ experience

Day-to-day delivery, utilization & reporting, think-tank exercises for value-adds, quality control and improvement.

Associate

2–4 years’ experience

Hands-on execution on all work products and tasks – AI-augmented, human-owned.

Three flexible engagement models.
Mirror your deal activity.
Pick the engagement that matches your workflow predictability. Switch later as deal cadence changes with no lock-in.

Particulars

Retainer

Part-time

Project-based

Best for

Regular, predictable workflow. Ongoing 1:1 support; consistent work volume.

Unpredictable workflow. Nature and timing not predictable; ad-hoc requests.

One-off & urgent. Irregular, unpredictable, single projects.

Key benefit

Direct access to 3-layer delivery team. Knowledge retention & steepest learning curve. Most cost-efficient.

Direct access to 3-layer delivery team. Flexibility to mirror deal activity. Limited cost commitment.

Project-appropriate staffing. Effort-based billing.

Surge capacity

Yes, at ad-hoc rates

Yes, at ad-hoc rates

Yes, at ad-hoc rates

Billing

Monthly, in advance

Monthly, in advance

50% advance + 50% on completion*

Trial period

2 months

2 months

None

Termination notice

60 days

60 days

Not required

*Subject to a certain volume and deal size based on mutual discussion

Three flexible engagement models.
Mirror your deal activity.
Pick the engagement that matches your workflow predictability. Switch later as deal cadence changes with no lock-in.

Particulars

Retainer

Part-time

Project-based

Best for

Regular, predictable workflow. Ongoing 1:1 support; consistent work volume.

Unpredictable workflow. Nature and timing not predictable; ad-hoc requests.

One-off & urgent. Irregular, unpredictable, single projects.

Key benefit

Direct access to 3-layer delivery team. Knowledge retention & steepest learning curve. Most cost-efficient.

Direct access to 3-layer delivery team. Flexibility to mirror deal activity. Limited cost commitment.

Project-appropriate staffing. Effort-based billing.

Surge capacity

Yes, at ad-hoc rates

Yes, at ad-hoc rates

Yes, at ad-hoc rates

Billing

Monthly, in advance

Monthly, in advance

50% advance + 50% on completion*

Trial period

2 months

2 months

None

Termination notice

60 days

60 days

Not required

*Subject to a certain volume and deal size based on mutual discussion

Four reasons capital markets firms
choose SGA and stay.

01
Contextual understanding

20 years partnering with global capital markets firms. Deep strategic alignment, deep functional capability across every activity area, and the ability to flex with changing business needs.

Credibility & experience
02

One-stop partner for data, research and AI supporting every participant in a transaction. Wall Street-compliant IT and data security alongside a ready architecture across HR, design and editorial.

03
Cultural alignment

Full replica of your working culture at our sites matching hours, working days, and holidays. Optimum time-zone overlap to maximize productive business hours, with full utilization visibility.

Future-ready solutions
04

Modernized research plus customizable technology tools that unlock sustainable efficiency gains. Gen-AI digital assets, ESG-integrated research, and the proprietary Capital Markets AI Studio at the core.

Four reasons capital markets firms
choose SGA and stay.

01
Contextual understanding

20 years partnering with global capital markets firms. Deep strategic alignment, deep functional capability across every activity area, and the ability to flex with changing business needs.

Credibility & experience
02

One-stop partner for data, research and AI supporting every participant in a transaction. Wall Street-compliant IT and data security alongside a ready architecture across HR, design and editorial.

03
Cultural alignment

Full replica of your working culture at our sites matching hours, working days, and holidays. Optimum time-zone overlap to maximize productive business hours, with full utilization visibility.

Future-ready solutions
04

Modernized research plus customizable technology tools that unlock sustainable efficiency gains. Gen-AI digital assets, ESG-integrated research, and the proprietary Capital Markets AI Studio at the core.