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Adoption · Feedback · Outcomes · Evaluation · Governance
The context and execution layer for your GTM agents.
Hindsight turns fragmented deal activity into reliable intelligence, applies experience from comparable deals, and powers execution through Plays, workflows, API, and MCP.
One platform model for GTM execution.
Hindsight is the stable architecture between changing source systems and the agents that act on your business.
Act
Plays · Webhooks · Agents · Scheduled Workflows · Slack
Extend
Skills · API · MCP · Integrations
Understand
Deal Sync · Deal Review · Deal Memory · Comparable Deals Matching
Business Semantic Layer
Your terminology, process, metrics, and operating definitions — applied consistently to every source and workflow.
Source Systems
Bring the deal evidence and business data you already use.
CRM
Calls & Email
Documents
Warehouse
Change the systems at either edge without rebuilding the deal intelligence and execution logic in the middle.
Reliable context for every deal.
Deal Review turns the activity around an opportunity into an evidence-backed, usable understanding your team and agents can trust.
- Reconciles fragmented and contradictory evidence
- Maps activity to your terminology, process, and metrics
- Maintains an updated, structured understanding of every deal
Deal ReviewMeridian Health
Exec Summary
Meridian Health selected Frontline by Ormandy over its incumbent vendor after an active evaluation. The $240K ARR deal was lost primarily due to a perceived integration gap with their existing accounting system and concerns about migration risk. The rep marked loss reason as 'pricing' in Salesforce — buyer feedback revealed integration confidence was the real driver.
Decision Drivers
Integration ConfidenceCritical
Buyer cited the absence of a native accounting connector as the deciding factor. Three separate calls referenced it unprompted.
Migration RiskMedium
Champion flagged the complexity of migrating existing job history. No migration playbook was presented during evaluation.
PricingLow
Mentioned once in email. CRM recorded this as the primary loss reason — interviews do not support that conclusion.
Scorecard
Configure Rubrics
Product Fit
3/5Sales Execution
2/5Relationship Strength
2/5Pricing Fit
4/5Competitive Perf.
2/5Messaging Fit
3/5Competitors
Frontline by Ormandy
WinnerSelected. Had incumbent advantage and a native accounting integration. Positioning focused on low-friction migration.
Manual processes
EvaluatedStatus quo was considered briefly. Dismissed early — not a real competitive threat in this deal.
Features
Accounting Integration
Gap3Buyer required a native connector. The evaluated vendor did not offer one — this was the deal's turning point.
Service Workflow Automation
Love2Buyer was impressed by the automation demo. Not enough to overcome the integration concern.
Job & Project Management
Request2Buyer asked whether job-level deal tracking was on the roadmap. Rep did not have an answer.
Answers
Configure Prompts
Decision Maker
Persona
IT Decision MakerPrimary Needs
Native integrations with existing finance and operations stack. Low-friction onboarding with minimal disruption to active service workflows. Confidence in vendor support during migration.
Your tools will change. Your execution layer doesn’t have to.
Define how your company understands and executes deals once. Hindsight applies it consistently across your CRM, call tools, AI platforms, and rep workflows.
CONNECT FROM ANYWHERE
CRM
Calls
Emails
Documents
Warehouses
HINDSIGHT EXECUTION LAYERDeal understanding
Semantic layer
Deal memory
Plays
Measurement
Analytics
EXECUTE ANYWHERE
API + MCP
Replace systems on either side without rebuilding the intelligence, playbooks, and execution logic in the middle.
Use Hindsight end to end
Launch Deal Review Agents, Plays, workflows, and rep experiences without building additional infrastructure.
Power your own agents
Bring Hindsight’s deal context, comparable experience, and execution logic into internal agents through API and MCP.
Your data remains yours, with export and hosting options that meet your security requirements.
Better context for every GTM agent.
Compared with agents retrieving raw GTM data through MCP, Hindsight provides reconciled, business-specific context that is smaller, more complete, and easier to apply.
50%fewer tokens
Concise Deal Memory replaces repeated retrieval and processing of raw calls, emails, and CRM records.
30%higher retrieval accuracy
Business-specific enrichment and comparable-deal matching retrieve more complete and relevant evidence.
Production-readyin two weeks
Give internal agents usable GTM context without spending six or more months building the pipelines, semantics, retrieval, and evaluation layer yourself.
*Based on Hindsight benchmark testing against agents retrieving the same underlying GTM evidence through raw MCP tools. View benchmark methodology →
Improve what agents do, not just what they know.
Hindsight closes the loop from guidance to adoption to outcomes, so execution gets more useful and more accountable over time.
Delivery and adoption
Was the Play delivered, viewed, and acted on?
Seller feedback
Was the guidance relevant, accurate, and useful?
Business outcomes
Did the intended deal metric change?
Evaluation and governance
What should change, and who approves it?
Controlled AI access to your deal intelligence.
Scoped OAuth, RBAC, audit logs, controlled write-back, and SOC 2 practices help you make deal intelligence useful without opening uncontrolled paths into your systems.
View the trust center