Surehand
AI operations, governed. Agents on claims, finance and support workflows.
Surehand is an AI operations studio. We deploy AI agents into the operations that cannot afford a black box: claims intake and triage for third-party administrators and insurers, three-way invoice matching in accounts payable, and customer support answered from an approved policy corpus only.
Governance is the product, not a feature. Every run passes five gates - declared scope, role manifest, hard limits, human review, and a sealed record. Every run carries a spend ceiling checked before each metered call, not reconciled after. Anything the agent is not sure about is held for a named approver rather than guessed at. Every action lands in an append-only, hash-linked record, so when a client, auditor or regulator asks what happened, you show them.
Services: AI agent development, business process and workflow automation (n8n, Make, Zapier, custom Python), document AI and OCR intake, LLM and RAG integration, API/CRM/ERP integration, AI governance and audit trails, and legacy system modernisation.
How we engage: fixed-price teardown of the target process, then deployment, then an operating retainer. We stay and operate what we ship for 30 days after launch, watching drift, latency and spend against real traffic before handing over the keys. 4 people in their team
Speaks English
Works remotely across the globe
Sortlist member since 2026
Founded in 2025
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1 service offered by Surehand
Description Governed AI agents for real operations. We deploy agents on claims intake and triage, three-way invoice matching in accounts payable, and policy-grounded customer support - the workflows that cannot tolerate a black box. Method: we start with a fixed-price teardown of the process, then deploy behind five gates (declared scope, role manifest, hard limits, human review, sealed record), with a spend ceiling checked before every metered call and a named approver on anything low-confidence. Every run lands in an append-only, hash-linked audit record. Stack: n8n, Make, Zapier, Python, LLM/RAG, OCR and document AI, REST APIs and webhooks, CRM/ERP integration, SQL, SSO/SAML. After launch we operate what we shipped for 30 days: drift, latency and spend alerts, tuned against real traffic.Skills in Artificial Intelligence (6) AI DevelopmentArtificial IntelligenceAI ExpertiseAI StrategyAI Customer ServiceAI Agents
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Team
4 members in Surehand's team
StoryWe started Surehand after watching the same film repeatedly: a brilliant demo, an enthusiastic pilot, and six months later an automation nobody trusted. The missing piece was never the model. It was governance - written scope, named approvers, hard ceilings, sealed records. We deploy nothing without them.
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- HeadquarterSP Ring Road, Ahmedabad, Gujarat, India
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